Addressing the Unsustainability of Deep Neural Networks with Next-Gen AI

Author:

Vallentin Amanda,Thórisson Kristinn R.,Latapie Hugo

Publisher

Springer Nature Switzerland

Reference40 articles.

1. What is the carbon footprint of a laptop? Circular Computing (2021). https://circularcomputing.com/news/carbon-footprint-laptop/

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3. Ananthaswamy, A.: In AI, is bigger always better? Nature 615, 202–205 (2023)

4. Bender, E.M., McMillan-Major, A., Gebru, T., Shmitchell, S.: On the dangers of stochastic parrots: can language models be too big?. In: Proceedings of the 2021 ACM Conference on Fairness, Accountability, and Transparency, pp. 610–623 (2021)

5. Brown, T.B., Mann, B., Ryder, N., Subbiah, M., Kaplan, J., et al.: Language models are few-shot learners. Adv. Neural Inf. Process. Syst. 33, 1–25 (2020)

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